Basic Statistics

Raw Counts

Name Value
Rows 566
Columns 57
Discrete columns 42
Continuous columns 15
All missing columns 0
Missing observations 536
Complete Rows 436
Total observations 32,262
Memory allocation 565.3 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 24 columns ignored with more than 50 categories.
## Name.of.School: 566 categories
## Family.Involvement.Score: 72 categories
## Leaders.Score: 79 categories
## Teachers.Score: 77 categories
## Pk.2.Literacy..: 292 categories
## Pk.2.Math..: 264 categories
## Gr3.5.Grade.Level.Math..: 314 categories
## Gr3.5.Grade.Level.Read..: 313 categories
## Gr3.5.Keep.Pace.Read..: 256 categories
## Gr3.5.Keep.Pace.Math..: 274 categories
## Gr6.8.Grade.Level.Math..: 313 categories
## Gr6.8.Grade.Level.Read..: 313 categories
## Gr6.8.Keep.Pace.Math.: 287 categories
## Gr6.8.Keep.Pace.Read..: 256 categories
## Gr.8.Explore.Math..: 223 categories
## Gr.8.Explore.Read..: 262 categories
## Students.Taking..Algebra..: 133 categories
## Students.Passing..Algebra..: 94 categories
## X9th.Grade.EXPLORE..2010.: 51 categories
## X11th.Grade.Average.ACT..2011.: 53 categories
## College.Eligibility..: 78 categories
## Graduation.Rate..: 75 categories
## College.Enrollment.Rate..: 70 categories
## Community.Area.Name: 77 categories

QQ Plot

## Warning: Removed 250 rows containing non-finite values (stat_qq).
## Warning: Removed 250 rows containing non-finite values (stat_qq_line).

## Warning: Removed 286 rows containing non-finite values (stat_qq).
## Warning: Removed 286 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 21 features with more than 20 categories ignored!
## Name.of.School: 436 categories
## Family.Involvement.Score: 68 categories
## Leaders.Score: 75 categories
## Teachers.Score: 73 categories
## Parent.Engagement.Score: 29 categories
## Parent.Environment.Score: 30 categories
## Pk.2.Literacy..: 276 categories
## Pk.2.Math..: 240 categories
## Gr3.5.Grade.Level.Math..: 297 categories
## Gr3.5.Grade.Level.Read..: 295 categories
## Gr3.5.Keep.Pace.Read..: 245 categories
## Gr3.5.Keep.Pace.Math..: 262 categories
## Gr6.8.Grade.Level.Math..: 303 categories
## Gr6.8.Grade.Level.Read..: 304 categories
## Gr6.8.Keep.Pace.Math.: 279 categories
## Gr6.8.Keep.Pace.Read..: 247 categories
## Gr.8.Explore.Math..: 220 categories
## Gr.8.Explore.Read..: 254 categories
## Students.Taking..Algebra..: 129 categories
## Students.Passing..Algebra..: 91 categories
## Community.Area.Name: 75 categories

Principal Component Analysis

## 19 features with more than 50 categories ignored!
## Name.of.School: 436 categories
## Family.Involvement.Score: 68 categories
## Leaders.Score: 75 categories
## Teachers.Score: 73 categories
## Pk.2.Literacy..: 276 categories
## Pk.2.Math..: 240 categories
## Gr3.5.Grade.Level.Math..: 297 categories
## Gr3.5.Grade.Level.Read..: 295 categories
## Gr3.5.Keep.Pace.Read..: 245 categories
## Gr3.5.Keep.Pace.Math..: 262 categories
## Gr6.8.Grade.Level.Math..: 303 categories
## Gr6.8.Grade.Level.Read..: 304 categories
## Gr6.8.Keep.Pace.Math.: 279 categories
## Gr6.8.Keep.Pace.Read..: 247 categories
## Gr.8.Explore.Math..: 220 categories
## Gr.8.Explore.Read..: 254 categories
## Students.Taking..Algebra..: 129 categories
## Students.Passing..Algebra..: 91 categories
## Community.Area.Name: 75 categories